Split (1)

train · 25k rows

age stringclasses 6 values	time_in_hospital int64 1 14	n_lab_procedures int64 1 113	n_procedures int64 0 6	n_medications int64 1 79	n_outpatient int64 0 33	n_inpatient int64 0 15	n_emergency int64 0 64	medical_specialty stringclasses 7 values	diag_1 stringclasses 8 values	diag_2 stringclasses 8 values	diag_3 stringclasses 8 values	glucose_test stringclasses 3 values	A1Ctest stringclasses 3 values	change stringclasses 2 values	diabetes_med stringclasses 2 values	readmitted stringclasses 2 values
[50-60)	8	49	0	14	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[80-90)	3	28	1	13	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	no	yes
[80-90)	2	42	0	10	0	2	1	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	3	37	2	6	0	2	0	Missing	Digestive	Respiratory	Musculoskeletal	no	no	no	no	yes
[50-60)	2	32	3	24	0	0	0	Missing	Other	Diabetes	Circulatory	no	high	yes	yes	no
[60-70)	4	9	1	16	0	2	0	Missing	Diabetes	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	2	7	3	11	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	no
[80-90)	2	56	0	7	0	0	0	Emergency/Trauma	Respiratory	Other	Musculoskeletal	no	no	no	yes	yes
[80-90)	7	47	1	23	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[40-50)	1	32	6	13	0	2	0	Other	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	5	22	0	22	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Respiratory	high	no	yes	yes	yes
[60-70)	6	33	2	7	0	0	0	Emergency/Trauma	Injury	Diabetes	Other	no	no	no	no	yes
[60-70)	11	18	1	16	0	0	0	Missing	Other	Other	Other	high	no	yes	yes	yes
[80-90)	5	47	0	8	2	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	4	51	2	21	3	1	0	Other	Diabetes	Circulatory	Other	no	no	yes	yes	no
[70-80)	2	26	1	27	0	0	0	Surgery	Other	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	4	53	0	15	0	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	4	54	6	21	0	0	1	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	3	46	4	24	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	12	33	0	20	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	1	46	0	6	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	no
[60-70)	4	44	0	27	1	4	1	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	7	71	2	21	0	0	0	Missing	Injury	Circulatory	Other	no	no	no	no	yes
[80-90)	4	43	0	13	0	1	0	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	yes
[50-60)	8	68	3	39	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	normal	no	yes	no
[50-60)	3	15	0	13	0	0	0	Missing	Other	Diabetes	Other	normal	no	yes	yes	no
[70-80)	1	22	0	10	1	0	0	Cardiology	Circulatory	Circulatory	Diabetes	high	no	yes	yes	no
[50-60)	3	32	0	15	0	1	1	Missing	Injury	Other	Circulatory	no	no	no	yes	yes
[50-60)	4	33	4	15	0	2	1	Missing	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	7	59	3	40	0	0	0	Other	Musculoskeletal	Other	Musculoskeletal	no	high	no	yes	no
[80-90)	4	63	2	17	0	0	0	Family/GeneralPractice	Digestive	Other	Circulatory	no	no	no	no	no
[60-70)	3	40	0	16	0	0	0	InternalMedicine	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[40-50)	4	39	0	20	0	0	0	Emergency/Trauma	Other	Diabetes	Other	no	high	yes	yes	yes
[50-60)	13	89	6	43	0	0	0	Missing	Other	Injury	Other	no	normal	no	yes	yes
[80-90)	3	27	1	6	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	no
[50-60)	9	43	3	11	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	8	15	1	17	1	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[50-60)	3	23	4	17	0	0	1	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	3	61	3	16	0	0	0	Missing	Circulatory	Other	Diabetes	no	high	no	yes	no
[50-60)	3	45	1	17	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	6	33	0	17	0	1	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[60-70)	6	64	4	14	0	0	0	Other	Digestive	Other	Other	no	no	no	yes	yes
[80-90)	3	38	0	17	2	1	2	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[60-70)	1	34	0	15	0	0	0	Missing	Respiratory	Digestive	Digestive	no	no	yes	yes	no
[70-80)	6	45	0	6	0	3	0	Cardiology	Circulatory	Diabetes	Circulatory	no	high	yes	yes	yes
[80-90)	5	69	0	17	0	0	0	Missing	Respiratory	Digestive	Diabetes	high	no	yes	yes	no
[50-60)	5	47	4	22	1	0	3	Missing	Other	Other	Diabetes	no	normal	yes	yes	yes
[60-70)	2	61	1	23	0	1	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[80-90)	3	52	3	14	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no
[50-60)	2	9	5	10	1	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	4	41	0	10	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[50-60)	3	1	0	7	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	1	9	1	6	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	yes
[50-60)	4	16	0	21	0	1	0	Emergency/Trauma	Respiratory	Other	Circulatory	no	no	yes	yes	no
[80-90)	2	35	2	14	0	0	0	Family/GeneralPractice	Other	Digestive	Circulatory	no	no	no	no	no
[60-70)	7	34	0	21	0	3	0	Other	Respiratory	Other	Diabetes	no	no	no	yes	yes
[80-90)	9	46	3	22	2	1	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	3	46	0	7	0	0	0	Emergency/Trauma	Circulatory	Other	Other	no	high	no	yes	yes
[50-60)	4	84	0	21	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	high	no	yes	yes
[60-70)	2	1	1	9	0	1	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	2	72	0	20	1	0	0	Missing	Diabetes	Circulatory	Other	no	high	yes	yes	yes
[70-80)	8	68	6	44	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	yes	yes	no
[70-80)	3	59	0	8	0	0	2	Missing	Digestive	Respiratory	Respiratory	no	no	no	yes	yes
[80-90)	6	51	3	13	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	normal	no	yes	no
[60-70)	5	51	0	16	0	0	0	Emergency/Trauma	Musculoskeletal	Musculoskeletal	Diabetes	no	high	yes	yes	no
[70-80)	5	36	0	5	0	1	2	InternalMedicine	Circulatory	Other	Other	no	no	no	yes	yes
[40-50)	1	24	0	9	0	3	9	Missing	Respiratory	Other	Other	no	normal	no	no	yes
[70-80)	3	28	0	10	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	6	38	3	9	0	0	0	Surgery	Other	Digestive	Diabetes	no	no	no	yes	no
[60-70)	13	49	3	27	0	1	0	Emergency/Trauma	Diabetes	Musculoskeletal	Circulatory	no	high	yes	yes	yes
[50-60)	1	38	0	9	0	2	0	Family/GeneralPractice	Circulatory	Diabetes	Other	no	no	no	yes	no
[50-60)	2	36	4	17	1	3	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	2	66	0	21	1	0	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	9	71	1	14	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	no	yes	no
[40-50)	3	22	1	17	0	0	0	Missing	Digestive	Other	Other	normal	no	no	no	no
[50-60)	4	40	5	7	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	normal	no	no	no
[50-60)	2	36	5	13	0	3	1	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	10	55	1	45	0	0	0	Missing	Digestive	Respiratory	Diabetes	no	no	yes	yes	no
[50-60)	5	60	0	21	0	1	0	Cardiology	Other	Diabetes	Diabetes	no	high	yes	yes	yes
[60-70)	2	80	1	18	0	1	0	Surgery	Injury	Other	Other	no	no	yes	yes	yes
[80-90)	6	36	2	11	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	2	39	2	7	0	0	0	Missing	Digestive	Digestive	Circulatory	no	no	no	no	yes
[40-50)	7	90	0	20	0	0	0	Missing	Diabetes	Digestive	Other	high	no	no	yes	yes
[50-60)	5	55	0	19	0	2	1	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[60-70)	3	34	5	10	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	4	73	5	19	0	1	0	InternalMedicine	Digestive	Circulatory	Injury	no	no	no	yes	yes
[70-80)	4	46	0	18	0	1	0	Emergency/Trauma	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	4	43	0	10	0	2	0	Missing	Circulatory	Circulatory	Respiratory	normal	no	no	no	yes
[80-90)	13	47	2	36	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	no
[60-70)	2	38	3	15	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	high	yes	yes	no
[40-50)	3	2	0	19	1	1	0	Emergency/Trauma	Diabetes	Musculoskeletal	Musculoskeletal	no	no	yes	yes	no
[40-50)	2	62	1	14	1	2	3	Missing	Digestive	Circulatory	Other	no	normal	yes	yes	yes
[80-90)	1	7	0	11	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[40-50)	6	57	0	20	0	1	0	Missing	Respiratory	Diabetes	Other	no	no	no	yes	no
[60-70)	7	66	1	19	0	0	0	Other	Respiratory	Other	Respiratory	no	no	yes	yes	no
[40-50)	5	41	0	20	0	2	0	Missing	Injury	Other	Musculoskeletal	no	high	no	yes	yes
[50-60)	1	21	5	23	0	0	0	Other	Other	Other	Injury	no	no	no	no	no
[40-50)	2	26	1	19	0	0	0	Surgery	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	2	29	0	23	2	1	1	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[60-70)	7	69	6	29	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no

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